This repository contains the code base for the following papers:
| Paper | Authors | Venue | Year |
|---|---|---|---|
| From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders | Max Lübbering, Rajkumar Ramamurthy, Michael Gebauer, Thiago Bell, Rafet Sifa, Christian Bauckhage | International Conference on Artificial Neural Networks | 2020 |
| Supervised Autoencoder Variants for End to End Anomaly Detection | Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage | ICPR Workshop on Deep Learning for Pattern Recognition | 2020 |
The easiest way to reproduce our results is to clone the respository and install the src.
cd outlier_detection
pip install src/Each paper documentation linked in the table above, contains further instruction to reproduce the respective results.
Max Lübbering, Rajkumar Ramamurthy, Michael Gebauer
Copyright (c) 2020 Fraunhofer IAIS